Generalize build materialization_plan from the FeatureBuilder to store intermediate results #5566

Gotcha, I think that makes sense. And also in Spark, you can have caching/persist as well to store intermediate results. So I think in the future we can generalize it to the FeatureBuilder class as well :)

Originally posted by @HaoXuAI in #5526 (comment)